Ever been as frustrated as I have when importing flat files to a SQL Server and the format suddenly changes in production? Commonly used integration tools (like SSIS) are very dependent on the correct, consistent and same metadata when working with flat files. So I’ve come up with an alternative solution that I would like to share with you. When implemented, the process of importing flat files with changing metadata is handled in a structured, and most important, resiliant way. Even if the columns change order or existing columns are missing. Background When importing flat files to SQL server almost […]
Have you ever tried to delete an object from the database by mistake or other error? Then you should read on in this short post. I recently came across a good co-worker of mine who lost one of the views on the developer database. He called me for help. Fortunately the database was in FULL RECOVERY mode – so I could extract the object from the database log and send the script to him for his further work that day. I think I saved him a whole day of work… Here is the script I used: select convert(varchar(max),substring([RowLog Contents 0], […]
First of all, a quick recap on what a recursive query is. Recursive queries are useful when building hierarchies, traverse datasets and generate arbitrary rowsets etc. The recursive part (simply) means joining a rowset with itself an arbitrary number of times. A recursive query is defined by an anchor set (the base rowset of the recursion) and a recursive part (the operation that should be done over the previous rowset). This blogpost will cover some of the basics in recursive CTE’s and explain the approach done by the SQL Server engine.
I attended a TDWI conference in May 2016 in Chicago. Here I got a hint about the datatype hierarchyid in SQL Server which could optimize and eliminate the good old parent/child hierarchy. Until then I (and several other in the class) hadn’t heard about the hierarchyid datatype in SQL Server. So here’s an article covering some of the aspects of the datatype hierarchyid – including: Introduction How to use it How to optimize data in the table How to work with data in the hierarchy-structure Goodies Introduction The datatype hierarchyid was introduced in SQL Server 2008. It is a variable […]
Recently I got a request inside my organization to make sure that a dimension would keep track of the changes due to requrementes from the business. This needed to be done in a single transaction in pure T-SQL code. So – what to do and how to do it. Here’s one way. The sourcetable looks like this: The request was to keep track of changes in the ManagerId according to CaseId. I’ve created a SCD2 table like this: CREATE TABLE [dbo].[CaseProjectManagerHistory]( [dwid] [bigint] IDENTITY(1,1) NOT NULL, [CaseId] [int] NULL, [ManagerId] [int] NULL, [dwDateFrom] [date] NULL, [dwDateTo] [date] NULL, [dwIsCurrent] [bit] […]
With the release of SQL Server 2016 comes many great new features. One of these is the implementation of row level security in the database engine. This blogpost will cover the aspects of this new feature – including: Setup Best practice Performance Possible security leaks Introduction The row level security feature was released earlier this year to Azure – following Microsoft’s cloud-first release concept.
One of the new features in SQL Server 2016 – and there is a lot – is the ability to stretch the on premise databases to an Azure environment. This blogpost will cover some of the aspects of this – including: Primarily setup – how to get started Monitoring state of databases that are in ‘stretch mode’ Daily work with stretch databases Backup – what’s good to know With the release of SQL Server 2016, the new feature called stretch database is also released.
Just recently I had to have a big datawarehouse solution to test some performance optimization using BIML. I could use the AdventureWorks2012 database, but I needed the clean datawarehouse tables in order to have minimum data maintennance when testing the BIML scripts. I could not find it, and figures out it was faster to make my own. So heavily inspired by this post from Jonathan Kehayias (blog), I’ve made a script that can be used to enlarge the dbo.FactInternetSales table. The script creates a new table called dbo.FactInternetSalesEnlarged and copies data from dbo.FactInternetSales into it with a randomizer. Exploding the […]
On several occasions I’ve been assigned the task to split a delimited string into rows. I’ve done this in different ways, but never thought about the performance or stability of the different approaches for doing this. So here’s my 25 cents and findings.
I came across a colleague of mine, who asked me if the new updatable columnstore index and ROLAP partitions in a Multidimensional cube is the new trend of fast and no-latency Business Intelligence. Well – here is my 25 cents.